ECG biometrics via ArcFace-trained 1D Inception achieves Rank@1 of 0.95 internally but falls to 0.83 on MIMIC and 0.69 on HEEDB, with further drops over 1-5 years and increasing gallery size.
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ECG Biometrics with ArcFace-Inception: External Validation on MIMIC and HEEDB
ECG biometrics via ArcFace-trained 1D Inception achieves Rank@1 of 0.95 internally but falls to 0.83 on MIMIC and 0.69 on HEEDB, with further drops over 1-5 years and increasing gallery size.